Type-2 Fuzzy Logic: Theory and Applications (Studies in Fuzziness and Soft Computing)

Castillo, Oscar, Melin, Patricia

ISBN 10: 3540762833 / ISBN 13: 9783540762836

Verlag: Springer, 2008

Beschreibung

Like New. Bestandsnummer des Verkäufers ERICA77335407628336

Bibliografische Details

Titel: Type-2 Fuzzy Logic: Theory and Applications ...

Verlag: Springer

Erscheinungsdatum: 2008

Einband: Hardcover

Zustand: Like New

Art des Buches: book

Über diesen Titel

Inhaltsangabe:

This book describes new methods for building intelligent systems using type-2 fuzzy logic and soft computing (SC) techniques. The authors extend the use of fuzzy logic to a higher order, which is called type-2 fuzzy logic. Combining type-2 fuzzy logic with traditional SC techniques, we can build powerful hybrid intelligent systems that can use the advantages that each technique offers. This book is intended to be a major reference tool and can be used as a textbook.

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This book describes new methods for building intelligent systems using type-2 fuzzy logic and soft computing techniques. Soft Computing (SC) consists of several computing paradigms, including type-1 fuzzy logic, neural networks, and genetic algorithms, which can be used to create powerful hybrid intelligent systems. The authors extends the use of fuzzy logic to a higher order, which is called type-2 fuzzy logic. Combining type-2 fuzzy logic with traditional SC techniques, we can build powerful hybrid intelligent systems that can use the advantages that each technique offers. We consider in this book the use of type-2 fuzzy logic and traditional SC techniques to solve pattern recognition problems in realworld applications.

This book is intended to be a major reference for scientists and engineers interested in applying type-2 fuzzy logic for solving problems in pattern recognition, intelligent control, intelligent manufacturing, robotics and automation. This book can also be used as a textbook or major reference for graduate courses like the following: soft computing, intelligent pattern recognition, computer vision, applied artificial intelligence, and similar ones.